{"id":"W4313440660","doi":"10.29173/cjfy29869","title":"How Deception Plays a Role in Online Dating and Dating Apps","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deception; Dating violence; Persona; Psychology; Resource (disambiguation); Internet privacy; Social psychology; Computer science; Art; Human factors and ergonomics; Poison control; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006199923,0.000369953,0.0003477329,0.001459364,0.005236282,0.01063565,0.0009061745,0.002526417,0.01058463],"category_scores_gemma":[0.04937897,0.0005018866,0.0005110028,0.0008024884,0.004785896,0.009685737,0.004351849,0.004023422,0.00134521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256613,"about_ca_system_score_gemma":0.001602528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006197012,"about_ca_topic_score_gemma":0.007534865,"domain_scores_codex":[0.9908952,0.005245852,0.0004068985,0.0006061811,0.002129005,0.0007169672],"domain_scores_gemma":[0.9630601,0.02424782,0.005725139,0.002038583,0.003027032,0.001901225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004424533,0.0007265577,0.22172,0.000831175,0.0001849853,0.004795585,0.3829971,0.0005967918,0.002100072,0.09700718,0.01229023,0.2763079],"study_design_scores_gemma":[0.00005895007,0.000741969,0.2720549,0.003936162,0.0004337124,0.01662062,0.4011353,0.003088196,0.002996478,0.07551268,0.2230842,0.0003367287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7519215,0.01766625,0.0105333,0.02791368,0.0008799713,0.000145518,0.0002482019,0.0001035652,0.190588],"genre_scores_gemma":[0.9851842,0.00408436,0.001489876,0.001167792,0.0001299685,0.00003400804,0.00005488251,0.00004379042,0.007811191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063565,"threshold_uncertainty_score":0.03540909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03716152252181524,"score_gpt":0.3077473221971191,"score_spread":0.2705857996753039,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}